Examining effects of air pollution on photovoltaic systems via interpretable random forest model
Author
Abstract
Suggested Citation
DOI: 10.1016/j.renene.2024.121066
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Zhiqiang Zong & Mengjie Zhao & Mengyue Zhang & Kexin Xu & Yunquan Zhang & Xiujun Zhang & Chengyang Hu, 2022. "Association between PM 1 Exposure and Lung Function in Children and Adolescents: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 19(23), pages 1-17, November.
- Fouad, M.M. & Shihata, Lamia A. & Morgan, ElSayed I., 2017. "An integrated review of factors influencing the perfomance of photovoltaic panels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 1499-1511.
- Song, Zhe & Liu, Jia & Yang, Hongxing, 2021. "Air pollution and soiling implications for solar photovoltaic power generation: A comprehensive review," Applied Energy, Elsevier, vol. 298(C).
- Şevik, Seyfi & Aktaş, Ahmet, 2022. "Performance enhancing and improvement studies in a 600 kW solar photovoltaic (PV) power plant; manual and natural cleaning, rainwater harvesting and the snow load removal on the PV arrays," Renewable Energy, Elsevier, vol. 181(C), pages 490-503.
- Sarah Feron & Raúl R. Cordero & Alessandro Damiani & Robert B. Jackson, 2021. "Climate change extremes and photovoltaic power output," Nature Sustainability, Nature, vol. 4(3), pages 270-276, March.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Rehman, Tauseef-ur & Qaisrani, Mumtaz A. & Shafiq, M. Basit & Baba, Yousra Filali & Aslfattahi, Navid & Shahsavar, Amin & Cheema, Taqi Ahmad & Park, Cheol Woo, 2025. "Global perspectives on advancing photovoltaic system performance—A state-of-the-art review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
- Raillani, Benyounes & Salhi, Mourad & Chaatouf, Dounia & Bria, Abir & Amraqui, Samir & Mezrhab, Ahmed, 2023. "A new proposed method to mitigate the soiling rate of a photovoltaic array using first-row height," Applied Energy, Elsevier, vol. 331(C).
- Mina Nezamisavojbolaghi & Erfan Davodian & Amal Bouich & Mouhaydine Tlemçani & Oumaima Mesbahi & Fernando M. Janeiro, 2023. "The Impact of Dust Deposition on PV Panels’ Efficiency and Mitigation Solutions: Review Article," Energies, MDPI, vol. 16(24), pages 1-19, December.
- Tugce Pekdogan & Mihaela Tinca Udriștioiu & Silvia Puiu & Hasan Yildizhan & Martin Hruška, 2023. "A Multi-Country Statistical Analysis Covering Turkey, Slovakia, and Romania in an Educational Framework," Sustainability, MDPI, vol. 15(24), pages 1-16, December.
- Hui Fang Yu & Md. Hasanuzzaman & Nasrudin Abd Rahim & Norridah Amin & Noriah Nor Adzman, 2022. "Global Challenges and Prospects of Photovoltaic Materials Disposal and Recycling: A Comprehensive Review," Sustainability, MDPI, vol. 14(14), pages 1-41, July.
- Laura Canale & Anna Rita Di Fazio & Mario Russo & Andrea Frattolillo & Marco Dell’Isola, 2021. "An Overview on Functional Integration of Hybrid Renewable Energy Systems in Multi-Energy Buildings," Energies, MDPI, vol. 14(4), pages 1-33, February.
- Abdalqader Ahmad & Helena Navarro & Saikat Ghosh & Yulong Ding & Jatindra Nath Roy, 2021. "Evaluation of New PCM/PV Configurations for Electrical Energy Efficiency Improvement through Thermal Management of PV Systems," Energies, MDPI, vol. 14(14), pages 1-18, July.
- Jiang, Hou & Yao, Ling & Lu, Ning & Qin, Jun & Zhang, Xiaotong & Liu, Tang & Zhang, Xingxing & Zhou, Chenghu, 2024. "Exploring the optimization of rooftop photovoltaic scale and spatial layout under curtailment constraints," Energy, Elsevier, vol. 293(C).
- Qianwen Li & Zhilong Chen & Jialin Min & Mengjie Xu & Yanhong Zhan & Wenyue Zhang & Chuanwang Sun, 2024. "Hybrid transaction model for optimizing the distributed power trading market," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
- Jiang, Hou & Zhang, Xiaotong & Yao, Ling & Lu, Ning & Qin, Jun & Liu, Tang & Zhou, Chenghu, 2023. "High-resolution analysis of rooftop photovoltaic potential based on hourly generation simulations and load profiles," Applied Energy, Elsevier, vol. 348(C).
- Yin, Rumeng & He, Jiang, 2023. "Design of a photovoltaic electric bike battery-sharing system in public transit stations," Applied Energy, Elsevier, vol. 332(C).
- Jiang, Hou & Lu, Ning & Yao, Ling & Qin, Jun & Liu, Tang, 2023. "Impact of climate changes on the stability of solar energy: Evidence from observations and reanalysis," Renewable Energy, Elsevier, vol. 208(C), pages 726-736.
- Roldán-Blay, Carlos & Abad-Rodríguez, Manuel Francisco & Abad-Giner, Víctor & Serrano-Guerrero, Xavier, 2024. "Interval-based solar photovoltaic energy predictions: A single-parameter approach with direct radiation focus," Renewable Energy, Elsevier, vol. 230(C).
- Ping, Dazhou & Li, Chaosu & Yu, Xiaojun & Liu, Zhengxuan & Tu, Ran & Zhou, Yuekuan, 2025. "City-scale information modelling for urban energy resilience with optimal battery energy storages in Hong Kong," Applied Energy, Elsevier, vol. 378(PA).
- Exley, G. & Hernandez, R.R. & Page, T. & Chipps, M. & Gambro, S. & Hersey, M. & Lake, R. & Zoannou, K.-S. & Armstrong, A., 2021. "Scientific and stakeholder evidence-based assessment: Ecosystem response to floating solar photovoltaics and implications for sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
- Tariq Judeh & Isam Shahrour & Fadi Comair, 2022. "Smart Rainwater Harvesting for Sustainable Potable Water Supply in Arid and Semi-Arid Areas," Sustainability, MDPI, vol. 14(15), pages 1-22, July.
- Judy P. Che-Castaldo & Rémi Cousin & Stefani Daryanto & Grace Deng & Mei-Ling E. Feng & Rajesh K. Gupta & Dezhi Hong & Ryan M. McGranaghan & Olukunle O. Owolabi & Tianyi Qu & Wei Ren & Toryn L. J. Sch, 2021. "Critical Risk Indicators (CRIs) for the electric power grid: a survey and discussion of interconnected effects," Environment Systems and Decisions, Springer, vol. 41(4), pages 594-615, December.
- Farizal Farizal & Muhammad Aqil Noviandri & Hanif Hamdani, 2024. "Sustainability Development through a Nearly Zero Energy Building Implementation Case: An Office Building in South Jakarta," Sustainability, MDPI, vol. 16(16), pages 1-21, August.
- van de Loo, Maaike & Camacho Poyato, Emilio & van Halsema, Gerardo & Rodríguez Díaz, Juan Antonio, 2024. "Defining the optimization strategy for solar energy use in large water distribution networks: A case study from the Valle Inferior irrigation system, Spain," Renewable Energy, Elsevier, vol. 228(C).
- Guangsheng Pan & Qinran Hu & Wei Gu & Shixing Ding & Haifeng Qiu & Yuping Lu, 2021. "Assessment of plum rain’s impact on power system emissions in Yangtze-Huaihe River basin of China," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
More about this item
Keywords
Air pollution; Particulate matter; Interpretable machine; Photovoltaic systems;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:renene:v:232:y:2024:i:c:s0960148124011340. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.